---
library_name: transformers
license: mit
base_model: Qwen/Qwen3-8B
tags:
- llama-factory
- freeze
- generated_from_trainer
model-index:
- name: Qwen3-XPlus-8B
  results: []
supported language:
- en
- ar
- bn
- cs
- de
- es
- fr
- hu
- ja
- ko
- ru
- sr
- sw
- te
- th
- vi
- zh
---
### Model Sources

- **Paper**: LLaMAX2: Your Translation-Enhanced Model Also Performs Well in Reasoning
- **Link**: https://arxiv.org/pdf/2510.09189
- **Repository**: https://github.com/CONE-MT/LLaMAX2.0

### Model Description

Qwen3-XPlus series models start from Qwen3 instruct models with layer-slective tuning using small amount of parallel data alone.

Meanwhile, comprehensive testing on 16 reasoning tasks, such as bbeh, Livecodebench, Olymmath and so on, shows that it surpasses existing translation-enhanced models and performs on par with Qwen3 instruct models.


### 🔥 Excellent Translation Performance

Qwen3-XPlus significantly boost translation performance in both high- and low-resource languages.

![image](https://cdn-uploads.huggingface.co/production/uploads/66783135c411cf3d84931b3d/AqTlR-YsaNguVPO3dm-nb.png)

### 🔥 Excellent Reasoning Performance

![image](https://cdn-uploads.huggingface.co/production/uploads/66783135c411cf3d84931b3d/Y2bhHivvIeT0wtGUtRC5b.png)

### Trained Data Covered Languages
- en (English)
- ar (Arabic)
- bn (Bengali)
- cs (Czech)
- de (German)
- es (Spanish)
- fr (French)
- hu (Hungarian)
- ja (Japanese)
- ko (Korean)
- ru (Russian)
- sr (Serbian)
- sw (Swahili)
- te (Telugu)
- th (Thai)
- vi (Vietnamese)
- zh (Chinese)
### Model Index
We implement multiple versions of the Qwen3-XPlus model, the model links are as follows:

| Model                         | LLaMAX                                               | 
|-------------------------------|----------------------------------------------------------|
| 👉 **GlotMAX-17-8B** | [Link](https://huggingface.co/LLaMAX/GlotMAX-17-8B) |
| GlotMAX-17-14B      | [Link](https://huggingface.co/LLaMAX/GlotMAX-17-14B) |

### Citation
If our model helps your work, please cite this paper:

```
@misc{gaoLLaMAX2YourTranslationEnhanced2025,
  title = {{{LLaMAX2}}: {{Your Translation-Enhanced Model}} Also {{Performs Well}} in {{Reasoning}}},
  shorttitle = {{{LLaMAX2}}},
  author = {Gao, Changjiang and Huang, Zixian and Gong, Jingyang and Huang, Shujian and Li, Lei and Yuan, Fei},
  year = {2025},
  month = oct,
  number = {arXiv:2510.09189},
  eprint = {2510.09189},
  primaryclass = {cs},
  publisher = {arXiv},
  doi = {10.48550/arXiv.2510.09189},
  archiveprefix = {arXiv}
}
```

---